{"id":"W4213142473","doi":"10.1093/jcag/gwab049.258","title":"A259 ASSESSING SYSTEM BASED QUALITY MEASURES IN THE CARE OF ACUTE PANCREATITIS AT A TERTIARY CARE HOSPITAL","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Acute pancreatitis; Etiology; Pancreatitis; Incidence (geometry); Emergency medicine; Acute care; Health care; Intensive care medicine; Internal medicine; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01037371,0.000166259,0.0003728731,0.003477368,0.0008639881,0.001834956,0.0007628436,0.0002768214,0.002045056],"category_scores_gemma":[0.03375162,0.0001959021,0.0005091087,0.005836803,0.0004609151,0.0008614603,0.001646934,0.0004460294,0.0002408713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00406921,"about_ca_system_score_gemma":0.00510706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02653644,"about_ca_topic_score_gemma":0.02625811,"domain_scores_codex":[0.9859974,0.005222374,0.004264744,0.0005769476,0.003069841,0.0008686674],"domain_scores_gemma":[0.9253905,0.01175663,0.04096907,0.001627599,0.01439328,0.005862907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001993788,0.00001708985,0.997499,0.0000424573,0.00002065107,0.00002292097,0.0001366903,0.00004003994,0.00002955346,0.0000204378,0.000295641,0.001855435],"study_design_scores_gemma":[0.000005076417,0.0001306928,0.9981055,0.00005485385,0.00001093921,0.00004927813,0.0006787753,0.0004421446,0.00008355555,0.00002121187,0.0004131821,0.000004706389],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904215,0.0009425195,0.0008356773,0.00119761,0.00004129655,0.0003040895,0.00294799,0.00004159644,0.003267633],"genre_scores_gemma":[0.9979115,0.0001718362,0.000718257,0.00009795007,0.00002337282,0.00009726728,0.0008528708,0.000003197689,0.0001238332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02653644,"threshold_uncertainty_score":0.05486208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008756591149388175,"score_gpt":0.2534772870041149,"score_spread":0.2447206958547267,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}